Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 215980 |
| Missing cells | 370175 |
| Missing cells (%) | 10.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 86.5 MiB |
| Average record size in memory | 419.8 B |
Variable types
| Categorical | 5 |
|---|---|
| Numeric | 10 |
| Boolean | 1 |
src has a high cardinality: 66111 distinct values | High cardinality |
dst has a high cardinality: 66111 distinct values | High cardinality |
date has a high cardinality: 79 distinct values | High cardinality |
mes_sent is highly correlated with mes_received and 1 other fields | High correlation |
mes_received is highly correlated with mes_sent and 1 other fields | High correlation |
contr_index is highly correlated with mes_sent and 1 other fields | High correlation |
neighbours is highly correlated with neighbours_cluster | High correlation |
neighbours_cluster is highly correlated with neighbours and 2 other fields | High correlation |
neighbours_!cluster is highly correlated with neighbours_cluster and 1 other fields | High correlation |
cluster_equal is highly correlated with neighbours_cluster and 1 other fields | High correlation |
mes_sent is highly correlated with mes_total | High correlation |
mes_received is highly correlated with mes_total | High correlation |
mes_total is highly correlated with mes_sent and 1 other fields | High correlation |
neighbours is highly correlated with neighbours_cluster | High correlation |
neighbours_cluster is highly correlated with neighbours | High correlation |
mes_sent is highly correlated with mes_received and 1 other fields | High correlation |
mes_received is highly correlated with mes_sent and 1 other fields | High correlation |
contr_index is highly correlated with mes_sent and 1 other fields | High correlation |
neighbours is highly correlated with neighbours_cluster | High correlation |
neighbours_cluster is highly correlated with neighbours | High correlation |
neighbours_!cluster is highly correlated with cluster_equal | High correlation |
cluster_equal is highly correlated with neighbours_!cluster | High correlation |
cluster_src is highly correlated with cluster_dst | High correlation |
cluster_dst is highly correlated with cluster_src | High correlation |
cluster_src is highly correlated with cluster_dst | High correlation |
mes_sent is highly correlated with mes_received and 1 other fields | High correlation |
mes_received is highly correlated with mes_sent and 1 other fields | High correlation |
mes_total is highly correlated with mes_sent and 1 other fields | High correlation |
contr_index is highly correlated with neighbours and 1 other fields | High correlation |
sentiment_avg is highly correlated with emoti_avg | High correlation |
emoti_avg is highly correlated with sentiment_avg | High correlation |
neighbours is highly correlated with contr_index and 1 other fields | High correlation |
neighbours_cluster is highly correlated with contr_index and 1 other fields | High correlation |
cluster_dst is highly correlated with cluster_src | High correlation |
sentiment_avg has 123390 (57.1%) missing values | Missing |
emoti_avg has 123395 (57.1%) missing values | Missing |
compl_avg has 123390 (57.1%) missing values | Missing |
mes_sent is highly skewed (γ1 = 28.29589058) | Skewed |
mes_received is highly skewed (γ1 = 28.24366599) | Skewed |
mes_total is highly skewed (γ1 = 27.63652063) | Skewed |
neighbours_!cluster is highly skewed (γ1 = 20.35366196) | Skewed |
mes_sent has 98345 (45.5%) zeros | Zeros |
mes_received has 97268 (45.0%) zeros | Zeros |
contr_index has 18628 (8.6%) zeros | Zeros |
neighbours_cluster has 28054 (13.0%) zeros | Zeros |
neighbours_!cluster has 187926 (87.0%) zeros | Zeros |
Reproduction
| Analysis started | 2022-01-20 09:35:29.219204 |
|---|---|
| Analysis finished | 2022-01-20 09:36:15.209613 |
| Duration | 45.99 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 66111 |
|---|---|
| Distinct (%) | 30.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.7 MiB |
| [twitter_query=sol] | 7750 |
|---|---|
| babydogecoin | 1852 |
| watcherguru | 1277 |
| mexc_global | 869 |
| realakamaruinu | 509 |
| Other values (66106) |
Length
| Max length | 19 |
|---|---|
| Median length | 11 |
| Mean length | 11.42435874 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 34057 ? |
|---|---|
| Unique (%) | 15.8% |
Sample
| 1st row | 000126373b |
|---|---|
| 2nd row | 000126373b |
| 3rd row | 000126373b |
| 4th row | 000126373b |
| 5th row | 0001_yousef |
Common Values
| Value | Count | Frequency (%) |
| [twitter_query=sol] | 7750 | 3.6% |
| babydogecoin | 1852 | 0.9% |
| watcherguru | 1277 | 0.6% |
| mexc_global | 869 | 0.4% |
| realakamaruinu | 509 | 0.2% |
| essentialesc | 388 | 0.2% |
| jack_concours | 359 | 0.2% |
| chris91195137 | 351 | 0.2% |
| robinhoodapp | 350 | 0.2% |
| investments_ceo | 343 | 0.2% |
| Other values (66101) | 201932 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| twitter_query=sol | 7750 | 3.6% |
| babydogecoin | 1852 | 0.9% |
| watcherguru | 1277 | 0.6% |
| mexc_global | 869 | 0.4% |
| realakamaruinu | 509 | 0.2% |
| essentialesc | 388 | 0.2% |
| jack_concours | 359 | 0.2% |
| chris91195137 | 351 | 0.2% |
| robinhoodapp | 350 | 0.2% |
| investments_ceo | 343 | 0.2% |
| Other values (66084) | 201932 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 66111 |
|---|---|
| Distinct (%) | 30.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.7 MiB |
| [twitter_query=sol] | 7298 |
|---|---|
| babydogecoin | 1840 |
| watcherguru | 1239 |
| mexc_global | 865 |
| realakamaruinu | 508 |
| Other values (66106) |
Length
| Max length | 19 |
|---|---|
| Median length | 11 |
| Mean length | 11.40313455 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 37189 ? |
|---|---|
| Unique (%) | 17.2% |
Sample
| 1st row | oh73hh |
|---|---|
| 2nd row | oh73hh |
| 3rd row | oh73hh |
| 4th row | oh73hh |
| 5th row | dogelon_muskk |
Common Values
| Value | Count | Frequency (%) |
| [twitter_query=sol] | 7298 | 3.4% |
| babydogecoin | 1840 | 0.9% |
| watcherguru | 1239 | 0.6% |
| mexc_global | 865 | 0.4% |
| realakamaruinu | 508 | 0.2% |
| essentialesc | 388 | 0.2% |
| jack_concours | 358 | 0.2% |
| chris91195137 | 351 | 0.2% |
| cryptobri_ | 342 | 0.2% |
| investments_ceo | 340 | 0.2% |
| Other values (66101) | 202451 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| twitter_query=sol | 7298 | 3.4% |
| babydogecoin | 1840 | 0.9% |
| watcherguru | 1239 | 0.6% |
| mexc_global | 865 | 0.4% |
| realakamaruinu | 508 | 0.2% |
| essentialesc | 388 | 0.2% |
| jack_concours | 358 | 0.2% |
| chris91195137 | 351 | 0.2% |
| cryptobri | 342 | 0.2% |
| investments_ceo | 340 | 0.2% |
| Other values (66084) | 202451 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 79 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.3 MiB |
| 2021-11-07 00:00:00 | |
|---|---|
| 2021-12-05 00:00:00 | |
| 2021-10-31 00:00:00 | |
| 2021-12-12 00:00:00 | |
| 2021-12-26 00:00:00 | |
| Other values (74) |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2021-12-20 00:00:00 |
|---|---|
| 2nd row | 2021-12-20 00:00:00 |
| 3rd row | 2021-12-20 00:00:00 |
| 4th row | 2021-12-20 00:00:00 |
| 5th row | 2021-12-20 00:00:00 |
Common Values
| Value | Count | Frequency (%) |
| 2021-11-07 00:00:00 | 32104 | |
| 2021-12-05 00:00:00 | 27639 | |
| 2021-10-31 00:00:00 | 25802 | |
| 2021-12-12 00:00:00 | 24162 | |
| 2021-12-26 00:00:00 | 23298 | |
| 2021-11-14 00:00:00 | 20260 | |
| 2021-12-21 00:00:00 | 17866 | |
| 2021-11-29 00:00:00 | 15640 | |
| 2021-11-28 00:00:00 | 13243 | |
| 2021-12-20 00:00:00 | 6559 | 3.0% |
| Other values (69) | 9407 | 4.4% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 00:00:00 | 215980 | |
| 2021-11-07 | 32104 | 7.4% |
| 2021-12-05 | 27639 | 6.4% |
| 2021-10-31 | 25802 | 6.0% |
| 2021-12-12 | 24162 | 5.6% |
| 2021-12-26 | 23298 | 5.4% |
| 2021-11-14 | 20260 | 4.7% |
| 2021-12-21 | 17866 | 4.1% |
| 2021-11-29 | 15640 | 3.6% |
| 2021-11-28 | 13243 | 3.1% |
| Other values (70) | 15966 | 3.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.8 MiB |
| C7 | |
|---|---|
| C2 | |
| C0 | |
| C5 | 9066 |
| C6 | 8490 |
| Other values (5) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | C2 |
|---|---|
| 2nd row | C2 |
| 3rd row | C7 |
| 4th row | C7 |
| 5th row | C7 |
Common Values
| Value | Count | Frequency (%) |
| C7 | 135639 | |
| C2 | 22189 | 10.3% |
| C0 | 19234 | 8.9% |
| C5 | 9066 | 4.2% |
| C6 | 8490 | 3.9% |
| C3 | 7881 | 3.6% |
| C9 | 7313 | 3.4% |
| C8 | 4579 | 2.1% |
| C4 | 1570 | 0.7% |
| C1 | 19 | < 0.1% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| c7 | 135639 | |
| c2 | 22189 | 10.3% |
| c0 | 19234 | 8.9% |
| c5 | 9066 | 4.2% |
| c6 | 8490 | 3.9% |
| c3 | 7881 | 3.6% |
| c9 | 7313 | 3.4% |
| c8 | 4579 | 2.1% |
| c4 | 1570 | 0.7% |
| c1 | 19 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
mes_sent
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 71 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7370080563 |
| Minimum | 0 |
|---|---|
| Maximum | 150 |
| Zeros | 98345 |
| Zeros (%) | 45.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 150 |
| Range | 150 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.783875334 |
|---|---|
| Coefficient of variation (CV) | 2.420428541 |
| Kurtosis | 1433.069367 |
| Mean | 0.7370080563 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 28.29589058 |
| Sum | 159179 |
| Variance | 3.182211209 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 101565 | |
| 0 | 98345 | |
| 2 | 10187 | 4.7% |
| 3 | 2430 | 1.1% |
| 4 | 1115 | 0.5% |
| 5 | 685 | 0.3% |
| 6 | 385 | 0.2% |
| 7 | 254 | 0.1% |
| 8 | 162 | 0.1% |
| 9 | 129 | 0.1% |
| Other values (61) | 723 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 98345 | |
| 1 | 101565 | |
| 2 | 10187 | 4.7% |
| 3 | 2430 | 1.1% |
| 4 | 1115 | 0.5% |
| 5 | 685 | 0.3% |
| 6 | 385 | 0.2% |
| 7 | 254 | 0.1% |
| 8 | 162 | 0.1% |
| 9 | 129 | 0.1% |
| Value | Count | Frequency (%) |
| 150 | 1 | < 0.1% |
| 131 | 1 | < 0.1% |
| 129 | 2 | < 0.1% |
| 110 | 4 | |
| 107 | 1 | < 0.1% |
| 104 | 1 | < 0.1% |
| 92 | 2 | < 0.1% |
| 86 | 1 | < 0.1% |
| 85 | 5 | |
| 84 | 1 | < 0.1% |
mes_received
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 71 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.743175294 |
| Minimum | 0 |
|---|---|
| Maximum | 150 |
| Zeros | 97268 |
| Zeros (%) | 45.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 150 |
| Range | 150 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.779770207 |
|---|---|
| Coefficient of variation (CV) | 2.394818855 |
| Kurtosis | 1433.57323 |
| Mean | 0.743175294 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 28.24366599 |
| Sum | 160511 |
| Variance | 3.167581989 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 102440 | |
| 0 | 97268 | |
| 2 | 10340 | 4.8% |
| 3 | 2466 | 1.1% |
| 4 | 1118 | 0.5% |
| 5 | 687 | 0.3% |
| 6 | 386 | 0.2% |
| 7 | 257 | 0.1% |
| 8 | 165 | 0.1% |
| 9 | 131 | 0.1% |
| Other values (61) | 722 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 97268 | |
| 1 | 102440 | |
| 2 | 10340 | 4.8% |
| 3 | 2466 | 1.1% |
| 4 | 1118 | 0.5% |
| 5 | 687 | 0.3% |
| 6 | 386 | 0.2% |
| 7 | 257 | 0.1% |
| 8 | 165 | 0.1% |
| 9 | 131 | 0.1% |
| Value | Count | Frequency (%) |
| 150 | 1 | < 0.1% |
| 131 | 1 | < 0.1% |
| 129 | 2 | < 0.1% |
| 110 | 4 | |
| 107 | 1 | < 0.1% |
| 104 | 1 | < 0.1% |
| 92 | 1 | < 0.1% |
| 86 | 1 | < 0.1% |
| 85 | 5 | |
| 84 | 2 | < 0.1% |
| Distinct | 82 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.48018335 |
| Minimum | 1 |
|---|---|
| Maximum | 258 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 258 |
| Range | 257 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.768112989 |
|---|---|
| Coefficient of variation (CV) | 1.870114934 |
| Kurtosis | 1382.706425 |
| Mean | 1.48018335 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 27.63652063 |
| Sum | 319690 |
| Variance | 7.662449519 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 174843 | |
| 2 | 28275 | 13.1% |
| 4 | 3883 | 1.8% |
| 3 | 3709 | 1.7% |
| 6 | 1323 | 0.6% |
| 5 | 935 | 0.4% |
| 8 | 653 | 0.3% |
| 10 | 363 | 0.2% |
| 7 | 349 | 0.2% |
| 12 | 235 | 0.1% |
| Other values (72) | 1412 | 0.7% |
| Value | Count | Frequency (%) |
| 1 | 174843 | |
| 2 | 28275 | 13.1% |
| 3 | 3709 | 1.7% |
| 4 | 3883 | 1.8% |
| 5 | 935 | 0.4% |
| 6 | 1323 | 0.6% |
| 7 | 349 | 0.2% |
| 8 | 653 | 0.3% |
| 9 | 180 | 0.1% |
| 10 | 363 | 0.2% |
| Value | Count | Frequency (%) |
| 258 | 2 | < 0.1% |
| 166 | 2 | < 0.1% |
| 150 | 2 | < 0.1% |
| 131 | 2 | < 0.1% |
| 129 | 2 | < 0.1% |
| 128 | 2 | < 0.1% |
| 112 | 2 | < 0.1% |
| 110 | 8 | |
| 107 | 2 | < 0.1% |
| 104 | 5 |
| Distinct | 119 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.004997684971 |
| Minimum | -1 |
|---|---|
| Maximum | 1 |
| Zeros | 18628 |
| Zeros (%) | 8.6% |
| Negative | 99219 |
| Negative (%) | 45.9% |
| Memory size | 3.3 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 0.9524131311 |
|---|---|
| Coefficient of variation (CV) | -190.5708616 |
| Kurtosis | -1.898631807 |
| Mean | -0.004997684971 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.00997317512 |
| Sum | -1079.4 |
| Variance | 0.9070907722 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -1 | 98345 | |
| 1 | 97268 | |
| 0 | 18628 | 8.6% |
| -0.33 | 437 | 0.2% |
| 0.33 | 433 | 0.2% |
| -0.2 | 93 | < 0.1% |
| 0.2 | 89 | < 0.1% |
| -0.5 | 74 | < 0.1% |
| 0.5 | 72 | < 0.1% |
| -0.6 | 38 | < 0.1% |
| Other values (109) | 503 | 0.2% |
| Value | Count | Frequency (%) |
| -1 | 98345 | |
| -0.96 | 1 | < 0.1% |
| -0.92 | 3 | < 0.1% |
| -0.91 | 12 | < 0.1% |
| -0.9 | 4 | < 0.1% |
| -0.89 | 1 | < 0.1% |
| -0.88 | 1 | < 0.1% |
| -0.86 | 1 | < 0.1% |
| -0.85 | 2 | < 0.1% |
| -0.82 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 97268 | |
| 0.96 | 1 | < 0.1% |
| 0.92 | 3 | < 0.1% |
| 0.91 | 12 | < 0.1% |
| 0.9 | 4 | < 0.1% |
| 0.89 | 1 | < 0.1% |
| 0.88 | 1 | < 0.1% |
| 0.86 | 1 | < 0.1% |
| 0.85 | 2 | < 0.1% |
| 0.82 | 4 | < 0.1% |
| Distinct | 30669 |
|---|---|
| Distinct (%) | 33.1% |
| Missing | 123390 |
| Missing (%) | 57.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5890322375 |
| Minimum | 1.430749279 × 10-7 |
|---|---|
| Maximum | 0.9999995232 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 MiB |
Quantile statistics
| Minimum | 1.430749279 × 10-7 |
|---|---|
| 5-th percentile | 0.03755706921 |
| Q1 | 0.400000006 |
| median | 0.6456560493 |
| Q3 | 0.8264799714 |
| 95-th percentile | 0.9826896191 |
| Maximum | 0.9999995232 |
| Range | 0.9999993801 |
| Interquartile range (IQR) | 0.4264799654 |
Descriptive statistics
| Standard deviation | 0.2859846336 |
|---|---|
| Coefficient of variation (CV) | 0.4855160981 |
| Kurtosis | -0.761165259 |
| Mean | 0.5890322375 |
| Median Absolute Deviation (MAD) | 0.2089950442 |
| Skewness | -0.4541639752 |
| Sum | 54538.49487 |
| Variance | 0.08178721067 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.6456560493 | 4110 | 1.9% |
| 0.655333221 | 1461 | 0.7% |
| 0.9826896191 | 440 | 0.2% |
| 0.7685244083 | 421 | 0.2% |
| 0.9638491273 | 410 | 0.2% |
| 0.1132522821 | 356 | 0.2% |
| 0.4786175787 | 354 | 0.2% |
| 0.6103714705 | 328 | 0.2% |
| 0.9706734419 | 312 | 0.1% |
| 0.3964265883 | 297 | 0.1% |
| Other values (30659) | 84101 | |
| (Missing) | 123390 |
| Value | Count | Frequency (%) |
| 1.430749279 × 10-7 | 4 | < 0.1% |
| 3.1885412 × 10-7 | 2 | < 0.1% |
| 3.918133302 × 10-7 | 1 | < 0.1% |
| 5.638288485 × 10-7 | 10 | |
| 1.165124104 × 10-6 | 3 | < 0.1% |
| 1.504749321 × 10-6 | 3 | < 0.1% |
| 1.659620125 × 10-6 | 1 | < 0.1% |
| 1.824472406 × 10-6 | 1 | < 0.1% |
| 2.838787623 × 10-6 | 2 | < 0.1% |
| 2.854755621 × 10-6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.9999995232 | 1 | < 0.1% |
| 0.9999990463 | 3 | |
| 0.999997735 | 1 | < 0.1% |
| 0.9999976754 | 3 | |
| 0.999996841 | 1 | < 0.1% |
| 0.9999952912 | 2 | |
| 0.9999938607 | 3 | |
| 0.9999925494 | 1 | < 0.1% |
| 0.999992311 | 4 | |
| 0.9999892116 | 1 | < 0.1% |
| Distinct | 30608 |
|---|---|
| Distinct (%) | 33.1% |
| Missing | 123395 |
| Missing (%) | 57.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2324705019 |
| Minimum | 0.000616976351 |
|---|---|
| Maximum | 0.979193747 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 MiB |
Quantile statistics
| Minimum | 0.000616976351 |
|---|---|
| 5-th percentile | 0.1068886831 |
| Q1 | 0.1549674571 |
| median | 0.2203656286 |
| Q3 | 0.2917417288 |
| 95-th percentile | 0.402022779 |
| Maximum | 0.979193747 |
| Range | 0.9785767707 |
| Interquartile range (IQR) | 0.1367742717 |
Descriptive statistics
| Standard deviation | 0.09694122046 |
|---|---|
| Coefficient of variation (CV) | 0.4170043927 |
| Kurtosis | 2.635938457 |
| Mean | 0.2324705019 |
| Median Absolute Deviation (MAD) | 0.06813779473 |
| Skewness | 0.9465887561 |
| Sum | 21523.28142 |
| Variance | 0.009397600224 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.1488960385 | 4597 | 2.1% |
| 0.1522278339 | 1461 | 0.7% |
| 0.3301796019 | 440 | 0.2% |
| 0.3283373415 | 410 | 0.2% |
| 0.1867872924 | 356 | 0.2% |
| 0.3143947721 | 354 | 0.2% |
| 0.1291356981 | 328 | 0.2% |
| 0.3199320734 | 312 | 0.1% |
| 0.2071468383 | 297 | 0.1% |
| 0.200000003 | 283 | 0.1% |
| Other values (30598) | 83747 | |
| (Missing) | 123395 |
| Value | Count | Frequency (%) |
| 0.000616976351 | 30 | |
| 0.001872978057 | 1 | < 0.1% |
| 0.002327780705 | 2 | < 0.1% |
| 0.002348390641 | 3 | < 0.1% |
| 0.003021148033 | 5 | < 0.1% |
| 0.004759844393 | 2 | < 0.1% |
| 0.004829433281 | 3 | < 0.1% |
| 0.004869712051 | 2 | < 0.1% |
| 0.004996521398 | 2 | < 0.1% |
| 0.005139181856 | 15 |
| Value | Count | Frequency (%) |
| 0.979193747 | 1 | < 0.1% |
| 0.9790712595 | 25 | |
| 0.9752523899 | 4 | < 0.1% |
| 0.9598726034 | 1 | < 0.1% |
| 0.9378296137 | 1 | < 0.1% |
| 0.9355450273 | 4 | < 0.1% |
| 0.9223536253 | 1 | < 0.1% |
| 0.9219219089 | 1 | < 0.1% |
| 0.9135429263 | 1 | < 0.1% |
| 0.8956432343 | 1 | < 0.1% |
| Distinct | 30563 |
|---|---|
| Distinct (%) | 33.0% |
| Missing | 123390 |
| Missing (%) | 57.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.505543696 |
| Minimum | 1.887231827 |
|---|---|
| Maximum | 13.6331892 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 MiB |
Quantile statistics
| Minimum | 1.887231827 |
|---|---|
| 5-th percentile | 4.136986995 |
| Q1 | 5.239589095 |
| median | 6.091587067 |
| Q3 | 7.426179409 |
| 95-th percentile | 10.17917061 |
| Maximum | 13.6331892 |
| Range | 11.74595737 |
| Interquartile range (IQR) | 2.186590314 |
Descriptive statistics
| Standard deviation | 1.915745596 |
|---|---|
| Coefficient of variation (CV) | 0.2944789376 |
| Kurtosis | 1.077219802 |
| Mean | 6.505543696 |
| Median Absolute Deviation (MAD) | 1.00048542 |
| Skewness | 1.033885605 |
| Sum | 602348.2908 |
| Variance | 3.67008119 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.264550686 | 4590 | 2.1% |
| 5.808291912 | 1461 | 0.7% |
| 4.947360516 | 440 | 0.2% |
| 4.938356876 | 410 | 0.2% |
| 7.279335976 | 356 | 0.2% |
| 9.875304222 | 354 | 0.2% |
| 7.819937229 | 328 | 0.2% |
| 5.692192078 | 312 | 0.1% |
| 10.0138607 | 293 | 0.1% |
| 12.31143284 | 281 | 0.1% |
| Other values (30553) | 83765 | |
| (Missing) | 123390 |
| Value | Count | Frequency (%) |
| 1.887231827 | 18 | < 0.1% |
| 1.98129487 | 34 | |
| 2.096321344 | 11 | < 0.1% |
| 2.136050463 | 1 | < 0.1% |
| 2.166396618 | 2 | < 0.1% |
| 2.211347818 | 14 | < 0.1% |
| 2.213428259 | 6 | < 0.1% |
| 2.290806055 | 49 | |
| 2.294354439 | 1 | < 0.1% |
| 2.296985865 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 13.6331892 | 7 | < 0.1% |
| 13.61256981 | 92 | |
| 13.59236717 | 7 | < 0.1% |
| 13.57256413 | 1 | < 0.1% |
| 13.55481339 | 1 | < 0.1% |
| 13.55314636 | 4 | < 0.1% |
| 13.53409767 | 2 | < 0.1% |
| 13.5273304 | 1 | < 0.1% |
| 13.51540565 | 10 | < 0.1% |
| 13.49705696 | 18 | < 0.1% |
| Distinct | 153 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 329.0222984 |
| Minimum | 1 |
|---|---|
| Maximum | 7750 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 21 |
| 95-th percentile | 1277 |
| Maximum | 7750 |
| Range | 7749 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 1446.839516 |
|---|---|
| Coefficient of variation (CV) | 4.39739046 |
| Kurtosis | 21.8488223 |
| Mean | 329.0222984 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 4.844257778 |
| Sum | 71062236 |
| Variance | 2093344.585 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 34057 | |
| 4 | 28288 | 13.1% |
| 2 | 24246 | 11.2% |
| 3 | 13152 | 6.1% |
| 5 | 10280 | 4.8% |
| 6 | 7788 | 3.6% |
| 7750 | 7750 | 3.6% |
| 8 | 7520 | 3.5% |
| 7 | 5691 | 2.6% |
| 9 | 4320 | 2.0% |
| Other values (143) | 72888 |
| Value | Count | Frequency (%) |
| 1 | 34057 | |
| 2 | 24246 | |
| 3 | 13152 | 6.1% |
| 4 | 28288 | |
| 5 | 10280 | 4.8% |
| 6 | 7788 | 3.6% |
| 7 | 5691 | 2.6% |
| 8 | 7520 | 3.5% |
| 9 | 4320 | 2.0% |
| 10 | 4060 | 1.9% |
| Value | Count | Frequency (%) |
| 7750 | 7750 | |
| 1852 | 1852 | 0.9% |
| 1277 | 1277 | 0.6% |
| 869 | 869 | 0.4% |
| 509 | 509 | 0.2% |
| 388 | 388 | 0.2% |
| 359 | 359 | 0.2% |
| 351 | 351 | 0.2% |
| 350 | 350 | 0.2% |
| 343 | 343 | 0.2% |
neighbours_cluster
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 147 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 293.8740809 |
| Minimum | 0 |
|---|---|
| Maximum | 7298 |
| Zeros | 28054 |
| Zeros (%) | 13.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 16 |
| 95-th percentile | 865 |
| Maximum | 7298 |
| Range | 7298 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 1325.854417 |
|---|---|
| Coefficient of variation (CV) | 4.511641219 |
| Kurtosis | 23.33629975 |
| Mean | 293.8740809 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 4.98856903 |
| Sum | 63470924 |
| Variance | 1757889.934 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 37189 | |
| 2 | 29096 | |
| 0 | 28054 | |
| 3 | 14550 | 6.7% |
| 4 | 11544 | 5.3% |
| 5 | 8010 | 3.7% |
| 7298 | 7298 | 3.4% |
| 6 | 6810 | 3.2% |
| 7 | 5117 | 2.4% |
| 8 | 4128 | 1.9% |
| Other values (137) | 64184 |
| Value | Count | Frequency (%) |
| 0 | 28054 | |
| 1 | 37189 | |
| 2 | 29096 | |
| 3 | 14550 | 6.7% |
| 4 | 11544 | 5.3% |
| 5 | 8010 | 3.7% |
| 6 | 6810 | 3.2% |
| 7 | 5117 | 2.4% |
| 8 | 4128 | 1.9% |
| 9 | 3393 | 1.6% |
| Value | Count | Frequency (%) |
| 7298 | 7298 | |
| 1840 | 1840 | 0.9% |
| 1239 | 1239 | 0.6% |
| 865 | 865 | 0.4% |
| 508 | 508 | 0.2% |
| 388 | 388 | 0.2% |
| 358 | 358 | 0.2% |
| 351 | 351 | 0.2% |
| 342 | 342 | 0.2% |
| 340 | 340 | 0.2% |
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.584739328 |
| Minimum | 0 |
|---|---|
| Maximum | 452 |
| Zeros | 187926 |
| Zeros (%) | 87.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 452 |
| Range | 452 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 21.19296967 |
|---|---|
| Coefficient of variation (CV) | 13.37315816 |
| Kurtosis | 425.6275525 |
| Mean | 1.584739328 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.35366196 |
| Sum | 342272 |
| Variance | 449.1419633 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 0 | 187926 | |
| 2 | 12810 | 5.9% |
| 1 | 5202 | 2.4% |
| 4 | 2864 | 1.3% |
| 6 | 1614 | 0.7% |
| 3 | 1068 | 0.5% |
| 8 | 616 | 0.3% |
| 5 | 460 | 0.2% |
| 452 | 452 | 0.2% |
| 10 | 450 | 0.2% |
| Other values (21) | 2518 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 187926 | |
| 1 | 5202 | 2.4% |
| 2 | 12810 | 5.9% |
| 3 | 1068 | 0.5% |
| 4 | 2864 | 1.3% |
| 5 | 460 | 0.2% |
| 6 | 1614 | 0.7% |
| 7 | 224 | 0.1% |
| 8 | 616 | 0.3% |
| 9 | 144 | 0.1% |
| Value | Count | Frequency (%) |
| 452 | 452 | |
| 146 | 146 | 0.1% |
| 88 | 88 | < 0.1% |
| 76 | 76 | < 0.1% |
| 38 | 76 | < 0.1% |
| 32 | 64 | < 0.1% |
| 26 | 78 | < 0.1% |
| 25 | 25 | < 0.1% |
| 24 | 24 | < 0.1% |
| 23 | 23 | < 0.1% |
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.8 MiB |
| C7 | |
|---|---|
| C2 | |
| C0 | |
| C5 | 9135 |
| C6 | 8632 |
| Other values (5) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | C2 |
|---|---|
| 2nd row | C7 |
| 3rd row | C2 |
| 4th row | C7 |
| 5th row | C7 |
Common Values
| Value | Count | Frequency (%) |
| C7 | 133842 | |
| C2 | 23053 | 10.7% |
| C0 | 19854 | 9.2% |
| C5 | 9135 | 4.2% |
| C6 | 8632 | 4.0% |
| C3 | 7865 | 3.6% |
| C9 | 7313 | 3.4% |
| C8 | 4653 | 2.2% |
| C4 | 1614 | 0.7% |
| C1 | 19 | < 0.1% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| c7 | 133842 | |
| c2 | 23053 | 10.7% |
| c0 | 19854 | 9.2% |
| c5 | 9135 | 4.2% |
| c6 | 8632 | 4.0% |
| c3 | 7865 | 3.6% |
| c9 | 7313 | 3.4% |
| c8 | 4653 | 2.2% |
| c4 | 1614 | 0.7% |
| c1 | 19 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| src | dst | date | cluster_src | mes_sent | mes_received | mes_total | contr_index | sentiment_avg | emoti_avg | compl_avg | neighbours | neighbours_cluster | neighbours_!cluster | cluster_dst | cluster_equal | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 000126373b | oh73hh | 2021-12-20 00:00:00 | C2 | 1 | 0 | 1 | 1.0 | NaN | NaN | NaN | 4 | 2 | 0 | C2 | True |
| 1 | 000126373b | oh73hh | 2021-12-20 00:00:00 | C2 | 1 | 0 | 1 | 1.0 | NaN | NaN | NaN | 4 | 0 | 2 | C7 | False |
| 2 | 000126373b | oh73hh | 2021-12-20 00:00:00 | C7 | 1 | 0 | 1 | 1.0 | 0.159375 | 0.293872 | 4.385481 | 4 | 0 | 2 | C2 | False |
| 3 | 000126373b | oh73hh | 2021-12-20 00:00:00 | C7 | 1 | 0 | 1 | 1.0 | 0.159375 | 0.293872 | 4.385481 | 4 | 2 | 0 | C7 | True |
| 4 | 0001_yousef | dogelon_muskk | 2021-12-20 00:00:00 | C7 | 1 | 0 | 1 | 1.0 | NaN | NaN | NaN | 11 | 10 | 0 | C7 | True |
| 5 | 0001_yousef | _cryptoshepherd | 2021-12-20 00:00:00 | C7 | 1 | 0 | 1 | 1.0 | 0.061016 | 0.262393 | 4.572825 | 11 | 10 | 0 | C7 | True |
| 6 | 0001_yousef | wassieworld | 2021-12-26 00:00:00 | C7 | 1 | 0 | 1 | 1.0 | 0.645656 | 0.148896 | 6.264551 | 11 | 10 | 0 | C7 | True |
| 7 | 0001_yousef | aaveaave | 2021-12-26 00:00:00 | C7 | 1 | 0 | 1 | 1.0 | 0.645656 | 0.148896 | 6.264551 | 11 | 0 | 1 | C2 | False |
| 8 | 0001_yousef | aaveaave | 2021-12-26 00:00:00 | C7 | 1 | 0 | 1 | 1.0 | 0.645656 | 0.148896 | 6.264551 | 11 | 10 | 0 | C7 | True |
| 9 | 0001_yousef | cryptocomarena | 2021-12-26 00:00:00 | C7 | 1 | 0 | 1 | 1.0 | 0.645656 | 0.148896 | 6.264551 | 11 | 10 | 0 | C7 | True |
Last rows
| src | dst | date | cluster_src | mes_sent | mes_received | mes_total | contr_index | sentiment_avg | emoti_avg | compl_avg | neighbours | neighbours_cluster | neighbours_!cluster | cluster_dst | cluster_equal | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 215970 | zzlicar | theshibking | 2021-11-29 00:00:00 | C7 | 1 | 0 | 1 | 1.0 | 0.612991 | 0.408143 | 5.040456 | 1 | 1 | 0 | C7 | True |
| 215971 | zzsami69 | asraful78784 | 2021-11-07 00:00:00 | C0 | 0 | 1 | 1 | -1.0 | NaN | NaN | NaN | 1 | 1 | 0 | C0 | True |
| 215972 | zzz_aliaaa | ashwsbreal | 2021-12-20 00:00:00 | C7 | 1 | 0 | 1 | 1.0 | 0.487286 | 0.419082 | 5.956730 | 1 | 1 | 0 | C7 | True |
| 215973 | zzzaaagggaaa | ilomehn | 2021-12-05 00:00:00 | C5 | 0 | 1 | 1 | -1.0 | NaN | NaN | NaN | 1 | 1 | 0 | C5 | True |
| 215974 | zzzaferrr | ellocobielsaa | 2021-11-29 00:00:00 | C0 | 0 | 1 | 1 | -1.0 | NaN | NaN | NaN | 2 | 1 | 0 | C0 | True |
| 215975 | zzzaferrr | ellocobielsaa | 2021-11-29 00:00:00 | C0 | 0 | 1 | 1 | -1.0 | NaN | NaN | NaN | 2 | 0 | 1 | C7 | False |
| 215976 | zzzneji | peitosdotorao | 2021-12-12 00:00:00 | C3 | 0 | 1 | 1 | -1.0 | NaN | NaN | NaN | 4 | 2 | 0 | C3 | True |
| 215977 | zzzneji | peitosdotorao | 2021-12-12 00:00:00 | C3 | 0 | 1 | 1 | -1.0 | NaN | NaN | NaN | 4 | 0 | 2 | C9 | False |
| 215978 | zzzneji | peitosdotorao | 2021-12-12 00:00:00 | C9 | 0 | 1 | 1 | -1.0 | NaN | NaN | NaN | 4 | 0 | 2 | C3 | False |
| 215979 | zzzneji | peitosdotorao | 2021-12-12 00:00:00 | C9 | 0 | 1 | 1 | -1.0 | NaN | NaN | NaN | 4 | 2 | 0 | C9 | True |